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Christine Knoll, Niklas Giesa, Sarah B. Blakeslee, Valerie Behrwind, Aimée Sousa Calepso, Anna Belardinelli, Felix Balzer, Katarina Braune , "Beyond the Circuit. Evaluating the Impact and Integration of Outcomes of Social Robots in Pediatric Healthcare: A Systematic Review. ", MEDINFO 2025, 1970.

Abstract

Social robots have gained increasing popularity in healthcare, yet their potential in pediatric care remains underexplored. Prior reviews on social robot use have largely focused on specific conditions, such as autism spectrum disorder, diabetes, and cancer, or on narrow applications within pain management, mental health disorders, or more broadly on emotional well-being, often limited to hospital or educational settings. To date, no comprehensiv...



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Ahmed Sadik and Mariusz Bujny , "Human-in-the-Loop: Quantitative Evaluation of 3D Models Generation by Large Language Models", arXiv, 1970.

Abstract

Recent advancements in Large Language Models (LLMs) have demonstrated their potential in generating 3D shapes, yet the evaluation of these outputs remains a critical challenge. In this study, we propose a quantitative evaluation framework that integrates human-in-the-loop feedback to iteratively refine 3D shape generation. Our approach employs a set of complexity and similarity metrics to assess the generated models against ground truth (GT) coun...



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